![](https://instellars.com/admin/img/blog/AI-powered customer engagement with Pega CDH/pegarcdhbanner.jpg)
AI-powered customer engagement with Pega CDH
![](https://instellars.com/admin/img/blog/AI-powered customer engagement with Pega CDH/pegarcdhbanner.jpg)
AI-powered
customer engagement with Pega CDH
Artificial intelligence has revolutionized business
operations and has become a crucial component in customer engagement platforms.
Algorithms, machine learning, and other approaches are used in AI-powered engagement
solutions to evaluate data and offer insights that can tailor business
offerings. In the current fast-paced business environment, where data-driven
decision making is essential for success, this technology has grown significantly.
In this blog, let’s find out how Pega CDH combined with AI models has enhanced
the conversations with customers.
What is AI-powered engagement?
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)
Using intelligent algorithms to evaluate data and offer
insights that can guide customer journey is known as AI-powered customer
engagement. Several industries, including healthcare, banking, and retail, to
mention a few, utilize this technology. Data-driven insights are the foundation
of AI-powered conversations, which aids organizations in making wise choices.
It makes use of machine learning algorithms, that can make predictions by
learning from data.
AI-powered conversations with
customer have many advantages. It can assist companies in lowering expenses,
enhancing customer happiness, and raising income. Businesses may benefit from
using AI-powered interactions to spot patterns and trends that are difficult
for humans to see. This technology is crucial for companies that want to
maintain their competitiveness since it has the power to completely change how
firms operate.
Enhancing
customer conversations with AI-powered Pega CDH
Pega Customer
Decisioning Hub (CDH) uses AI-powered insights to generate Next-Best-Action that
drives relevant and successful conversations with the customer. By analyzing various
forms of data like customer data, interactions data, etc. CDH offers insights
that can help organizations improve their business offerings and assist
enterprises in making educated decisions. Pega CDH analyses data and generates
predictions that can help with successful outcome with the customer using
machine learning algorithms.
The fact that Pega CDH is designed to drive real-time interactions and
broadcast-outcomes using AI capabilities is one of its main advantages. This
implies that companies can produce tailored and personalized outcomes in the
present based on data-driven insights. Pega CDH offers insights into customer
behavior, preferences, and automatically detect positive and negative trends
in the market, which can assist businesses in personalizing interactions with their
customers. Businesses can increase client satisfaction and loyalty by using
this technology.
Scalability is one of the key benefits of using the Pega Customer Decisioning
Hub. Business organizations can thus employ Pega’s own predictive model and/or
combine with external AI models from popular AI services from Amazon, Google,
etc. to evaluate vast amounts of data and offer insights that influences
decisions on Next-Best-Action outcome.
Conclusion
In
conclusion, AI-powered customer engagement is now a crucial component of
contemporary company operations. It involves the application of intelligent
algorithms to data analysis and insight generation. Using Pega CDH, Businesses
can boost income, decrease costs, and improve customer satisfaction. Businesses
that want to remain competitive in the current fast-paced business environment
must have it. Contact us today to find out more about how AI-powered Pega
CDH can improve conversations with your customer.
Blog written by:
Vinayachandra Vedavratha
Vice President Customer Engagement Solutions
The transformation that matters
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